NEEAI: Your Expert in Open-Source LLM Implementation and CustomizationProfessional Building Enterprise AI Agents
Empowering Enterprise AI Applications with End-to-End Smart Solutions






Our Services
End-to-end technical support services for enterprises, from open-source LLM platform selection to AI intelligent application implementation, covering consulting planning, domestic adaptation, installation and deployment, system integration, AI Agent development, customized development, effect optimization and ongoing operations, helping enterprises build secure, controllable, and evolvable AI intelligent platforms. We focus on the technical implementation of the open-source large model ecosystem, do not rely on black box solutions, but aim for transparency, autonomy, and sustainability to help enterprises truly master the construction and operation capabilities of AI platforms.
Consulting Planning and Platform Selection
Combined with business scenarios, data foundations and IT architecture, provide professional evaluation and selection recommendations: • Matching suitable LLM application platforms and inference engines (such as Dify, FastGPT, vLLM, etc.) • Clarifying functional boundaries, integration paths and implementation priorities • Outputting implementable technical solutions and phased implementation roadmaps
Domestic Environment Adaptation Assessment
For IT innovation requirements, provide software and hardware compatibility assessment and migration support: • Operating system (Kylin, UnionTech UOS, etc.) compatibility testing • CPU architecture (Phytium, Kunpeng, Loongson, etc.) adaptation recommendations • Domestic integration solutions for databases, middleware and security components
Installation, Deployment and System Integration
Complete platform deployment and service launch in local, private cloud or hybrid environments: • Support containerized (Docker/K8s) and non-containerized deployment • Complete model loading, API service startup and permission configuration • Connect with enterprise knowledge bases, OA, CRM, ERP and other business systems to achieve data connectivity
AI Agent Development and Process Automation
Around specific business scenarios, build intelligent agents with autonomous decision-making and execution capabilities: • Process analysis: Identify automatable tasks (such as ticket processing, report generation, information extraction) • Scenario building / POC verification: Quickly build prototypes and verify feasibility • Agent design: Define roles, plan tool calls, orchestrate execution logic • Effect optimization: Optimize decision accuracy, task completion rate and user experience
Custom Development Support
Provide in-depth custom development services based on industry characteristics and business requirements: • Workflow engine customization (multi-node approval, conditional branching, asynchronous callback) • Plugin extension development (connecting internal systems or third-party APIs) • User interface customization and permission system construction • Model fine-tuning (Fine-tuning) and private knowledge injection support
Effect Optimization and Performance Improvement
Continuously optimize the actual performance of AI applications: • Improve RAG retrieval accuracy and context relevance • Optimize Prompt engineering and response structured output • Adjust inference parameters (temperature, top_p, etc.) to enhance stability • Throughput and latency optimization based on engines such as vLLM and Xinference
Operation and Maintenance Support and Long-term Escort
Ensure stable system operation and support continuous iteration: • Provide 7×12 hour fault response and log analysis • Regular health checks, security audits and version upgrades • Output operational reports and propose functional expansion suggestions
Consulting Planning and Platform Selection
Combined with business scenarios, data foundations and IT architecture, provide professional evaluation and selection recommendations: • Matching suitable LLM application platforms and inference engines (such as Dify, FastGPT, vLLM, etc.) • Clarifying functional boundaries, integration paths and implementation priorities • Outputting implementable technical solutions and phased implementation roadmaps
Domestic Environment Adaptation Assessment
For IT innovation requirements, provide software and hardware compatibility assessment and migration support: • Operating system (Kylin, UnionTech UOS, etc.) compatibility testing • CPU architecture (Phytium, Kunpeng, Loongson, etc.) adaptation recommendations • Domestic integration solutions for databases, middleware and security components
Installation, Deployment and System Integration
Complete platform deployment and service launch in local, private cloud or hybrid environments: • Support containerized (Docker/K8s) and non-containerized deployment • Complete model loading, API service startup and permission configuration • Connect with enterprise knowledge bases, OA, CRM, ERP and other business systems to achieve data connectivity
AI Agent Development and Process Automation
Around specific business scenarios, build intelligent agents with autonomous decision-making and execution capabilities: • Process analysis: Identify automatable tasks (such as ticket processing, report generation, information extraction) • Scenario building / POC verification: Quickly build prototypes and verify feasibility • Agent design: Define roles, plan tool calls, orchestrate execution logic • Effect optimization: Optimize decision accuracy, task completion rate and user experience
Custom Development Support
Provide in-depth custom development services based on industry characteristics and business requirements: • Workflow engine customization (multi-node approval, conditional branching, asynchronous callback) • Plugin extension development (connecting internal systems or third-party APIs) • User interface customization and permission system construction • Model fine-tuning (Fine-tuning) and private knowledge injection support
Effect Optimization and Performance Improvement
Continuously optimize the actual performance of AI applications: • Improve RAG retrieval accuracy and context relevance • Optimize Prompt engineering and response structured output • Adjust inference parameters (temperature, top_p, etc.) to enhance stability • Throughput and latency optimization based on engines such as vLLM and Xinference
Operation and Maintenance Support and Long-term Escort
Ensure stable system operation and support continuous iteration: • Provide 7×12 hour fault response and log analysis • Regular health checks, security audits and version upgrades • Output operational reports and propose functional expansion suggestions
Supported Open-Source Platform Services
Comprehensive support for mainstream open-source AI platforms with flexible integration options
Agent Platforms

BISHENG
Development platform for building complex applications based on open-source models and knowledge bases

Dify
LLM application development platform integrating AI workflows, RAG retrieval and other capabilities
LLM Service Engines
Process
Complete service process from consultation to ongoing support
Consultation
Deeply integrate with enterprise business scenarios and technical environments, clarify AI application goals, use cases and integration requirements, evaluate data foundation and compliance requirements, determine model selection, deployment methods and access paths, providing basis for subsequent solution design.
Custom Plan
Output customized technical solutions based on requirements, including knowledge base construction strategies, workflow design, agent role planning, API integration logic and security permission systems, forming implementable system architecture and implementation blueprints.
Platform Deployment
Complete installation, configuration and integration of open-source LLM workflow platforms in customer-specified environments (on-premises, private cloud or hybrid deployment), achieving model service integration, knowledge base loading, basic Q&A function launch and initial automation of core business processes.
Iterative Optimization
Continuously optimize based on actual operational feedback, covering prompt engineering optimization, RAG retrieval accuracy improvement, agent behavior tuning, workflow logic refinement, and gradually expanding multi-agent collaboration and complex task automation capabilities.
Ongoing Support
Provide long-term operation and maintenance services including system monitoring, performance analysis, fault response and version upgrades, regularly output operational reports and assist with feature expansion, ensuring stable, secure and efficient operation of AI workflows.
Consultation
Deeply integrate with enterprise business scenarios and technical environments, clarify AI application goals, use cases and integration requirements, evaluate data foundation and compliance requirements, determine model selection, deployment methods and access paths, providing basis for subsequent solution design.
Custom Plan
Output customized technical solutions based on requirements, including knowledge base construction strategies, workflow design, agent role planning, API integration logic and security permission systems, forming implementable system architecture and implementation blueprints.
Platform Deployment
Complete installation, configuration and integration of open-source LLM workflow platforms in customer-specified environments (on-premises, private cloud or hybrid deployment), achieving model service integration, knowledge base loading, basic Q&A function launch and initial automation of core business processes.
Iterative Optimization
Continuously optimize based on actual operational feedback, covering prompt engineering optimization, RAG retrieval accuracy improvement, agent behavior tuning, workflow logic refinement, and gradually expanding multi-agent collaboration and complex task automation capabilities.
Ongoing Support
Provide long-term operation and maintenance services including system monitoring, performance analysis, fault response and version upgrades, regularly output operational reports and assist with feature expansion, ensuring stable, secure and efficient operation of AI workflows.
Power Your Business with AI
Professional AI solutions to empower enterprise intelligent transformation
Sales Agent
Intelligent lead mining and efficient conversion
- Smart lead mining & analysis
- Copilot for efficient conversion
- Sales compliance quality inspection

Marketing Agent
Strategy to deployment, results closed loop
- Market research & strategy generation
- Mass content production & deployment
- Data-driven insights for closure

Customer Service Agent
Second-level response, worry-free service
- Pre/after-sales consultation in seconds
- 7×24 private customer service
- Full-process quality inspection
